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ComfyUIにメモリ最適化技術「Dynamic VRAM」が追加されてRAM容量の少ないPCでも高速生成が可能に - GIGAZINE
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This page explains Dynamic VRAM, a memory optimization technology added to ComfyUI. Dynamic VRAM copies necessary AI model portions to GPU VRAM on-demand, which is more efficient than pre-allocation. Benefits include reduced RAM usage, decreased storage load, avoided out-of-memory issues, and faster model loading. Benchmark results show 3x speedup on 32GB RAM systems and significant improvements in initial generation and LoRA loading. Currently supporting NVIDIA GPU-equipped Windows and Linux PCs, with AMD GPU support in development. This technology enables smoother local AI model operation on resource-constrained systems.
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